{"id":"W2966360743","doi":"10.1038/s41598-019-47440-w","title":"Migration rather than proliferation transcriptomic signatures are strongly associated with breast cancer patient survival","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Princess Margaret Cancer Centre; University Health Network","funders":"National Cancer Institute; National Institutes of Health; National Science Foundation","keywords":"Breast cancer; Cancer research; Transcriptome; Cell growth; Cancer; Cell migration; Phenotype; Biology; Medicine; Oncology; Cell culture; Internal medicine; Gene; Gene expression; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000263076,0.0002266917,0.0003125568,0.0003543215,0.0001327973,0.0003434363,0.0000775958,0.0002163521,0.0008345832],"category_scores_gemma":[0.0007457929,0.00008389694,0.0002415599,0.0004492681,0.0001448935,0.0001511777,0.000152035,0.000364977,0.0002531701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306675,"about_ca_system_score_gemma":0.0001351218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005103146,"about_ca_topic_score_gemma":0.001252494,"domain_scores_codex":[0.9997683,0.00004415432,0.00001758901,0.00007561428,0.00004635849,0.00004797635],"domain_scores_gemma":[0.999552,0.0001479411,0.0001801489,0.00002916545,0.00005494188,0.00003585304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001140303,0.0001306399,0.7011697,0.0002449536,0.0002404264,0.0001504854,0.0001810838,0.002667035,0.2584191,0.0001632054,0.0009322387,0.03456081],"study_design_scores_gemma":[0.000008564423,0.000212583,0.9671195,0.00001855115,0.0001486329,0.0003220931,0.0001789139,0.004916599,0.02478728,0.0002697732,0.00199923,0.00001823761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944504,0.0007851542,0.002019786,0.0001176679,0.00001185334,0.000009786654,0.001984004,0.00005465402,0.0005667012],"genre_scores_gemma":[0.9956881,0.0003493575,0.00136903,0.00006575273,0.00001243073,0.00002401854,0.001991784,0.00001047422,0.0004889118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008345832,"threshold_uncertainty_score":0.002791941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005109682085641438,"score_gpt":0.2068402084117496,"score_spread":0.2017305263261082,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}